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Activity Recognition in Videos Using Deep Learning
Automatically recognizing activities in a video is a long standing goal of computer vision and artificial intelligence. Recently, breakthroughs in deep learning have revolutionized the field of computer vision and today ...
Supervised Battery Capacity Estimation
Evaluation of capacity fade in Li-ion batteries in the ballparks of energy research has assumed significant importance in recent times extensively owing to growing demand and need for portable power supplies and electric ...
Deep Neural Networks and Model-Based Approaches for Robust Speaker Diarization in Naturalistic Audio Streams
Speaker diarization is an unsupervised task that determines "who spoke and when" within input audio stream. It consists of four sub-systems: (i) speech activity detection (SAD); (ii) speaker segmentation and modeling; ...